In terms of gaining 'powerful strokes' you are much better served refining your swing rather than building strength in a gym. I'll also say that regarding injury prevention, having good fundamental strokes and movement is also just as (if not more) important than building strength.

regarding the 'things you heard' regarding weight training, the basic understanding is this: